# Statistical Methods and Inference { "id": "T10136", "title": "Statistical Methods and Inference", "url": "/topics/T10136", "kind": "topic-directory", "aeo_cohort": "topic-directory", "provider": "openalex", "revision": "f67147591e19ada5", "catalogue_revision": "f050b5d4780b1289", "numeric_address": "36108823002260533", "address_version": "morton4x16-v1", "coordinates": [ 3, 26, 2613, 10136 ], "answer_status": "Directory metadata; local answer requires separate source review", "truth_status": "Subject descriptor, not a factual answer or a demonstrated knowledge gap" } This cluster of papers focuses on regularization and variable selection methods, particularly in the context of high-dimensional data analysis. It covers topics such as Lasso, model selection, sparse models, covariance estimation, survival analysis, random forests, and Bayesian methods. Directory metadata is not a factual answer or evidence of a global knowledge gap. Source: https://openalex.org/T10136 No owner-reviewed local answer yet.